Mutation
The putative cancer-causing PDGs driven by somatic mutations were predicted by integration of five complementary methods to identify the genes with mutations that have significant signs of positive selection during tumor evolution.
Summary of mutation frequency of the PDGs in each cancer type
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| HGNC Symbol | Ensembl Gene ID | ACC_Mut% | BLCA_Mut% | BRCA_Mut% | CESC_Mut% | CHOL_Mut% | COAD_Mut% | DLBC_Mut% | ESCA_Mut% | GBM_Mut% | HNSC_Mut% | KICH_Mut% | KIRC_Mut% | KIRP_Mut% | LAML_Mut% | LGG_Mut% | LIHC_Mut% | LUAD_Mut% | LUSC_Mut% | MESO_Mut% | OV_Mut% | PAAD_Mut% | PCPG_Mut% | PRAD_Mut% | READ_Mut% | SARC_Mut% | SKCM_Mut% | STAD_Mut% | TGCT_Mut% | THCA_Mut% | THYM_Mut% | UCEC_Mut% | UCS_Mut% | UVM_Mut% |
| OR2T2 | ENSG00000196240 | 1.11 | 0.25 | 0.41 | 0.00 | 0.00 | 0.97 | 0.00 | 1.10 | 0.00 | 1.20 | 0.00 | 0.27 | 0.36 | 0.00 | 0.98 | 0.83 | 3.58 | 3.86 | 1.23 | 0.74 | 0.00 | 0.00 | 0.00 | 0.78 | 0.43 | 4.50 | 1.36 | 0.00 | 0.00 | 0.00 | 0.89 | 1.82 | 0.00 |
| OR2G6 | ENSG00000188558 | 1.11 | 0.25 | 0.52 | 0.73 | 0.00 | 0.65 | 0.00 | 0.55 | 0.52 | 1.79 | 0.00 | 0.00 | 0.00 | 0.74 | 0.39 | 1.39 | 3.95 | 4.51 | 0.00 | 1.96 | 0.00 | 0.00 | 0.41 | 0.78 | 0.86 | 5.92 | 1.63 | 0.00 | 0.20 | 0.00 | 1.11 | 1.82 | 0.00 |
| OR2T29 | ENSG00000182783 | 0.00 | 0.00 | 0.10 | 0.00 | 0.00 | 0.32 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.27 | 0.00 | 0.00 | 0.00 | 0.00 | 0.38 | 0.64 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| OR2T35 | ENSG00000177151 | 0.00 | 0.00 | 0.10 | 0.00 | 0.00 | 0.65 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.28 | 0.19 | 1.29 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 0.27 | 0.00 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 |
| OR2T27 | ENSG00000187701 | 0.00 | 0.76 | 0.62 | 1.09 | 0.00 | 0.97 | 0.00 | 0.00 | 1.29 | 1.39 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 1.11 | 3.39 | 3.65 | 0.00 | 0.25 | 0.00 | 0.00 | 0.20 | 0.78 | 0.00 | 2.61 | 0.27 | 0.00 | 0.20 | 0.00 | 0.89 | 1.82 | 0.00 |
| OR14I1 | ENSG00000189181 | 0.00 | 1.02 | 0.52 | 0.36 | 0.00 | 1.61 | 2.70 | 0.00 | 0.77 | 0.80 | 0.00 | 0.27 | 0.00 | 0.00 | 0.39 | 0.28 | 2.64 | 3.22 | 0.00 | 0.49 | 0.00 | 0.00 | 0.00 | 0.78 | 0.00 | 1.18 | 0.81 | 0.00 | 0.00 | 0.83 | 0.22 | 1.82 | 0.00 |
| OR13A1 | ENSG00000256574 | 0.00 | 0.51 | 0.31 | 0.00 | 0.00 | 0.65 | 0.00 | 0.55 | 0.52 | 0.60 | 0.00 | 0.00 | 0.36 | 0.00 | 0.20 | 0.56 | 1.69 | 0.86 | 0.00 | 0.74 | 0.00 | 0.00 | 0.00 | 0.00 | 0.86 | 1.42 | 1.08 | 0.00 | 0.00 | 0.00 | 1.11 | 0.00 | 0.00 |
| NPFFR1 | ENSG00000148734 | 0.00 | 0.51 | 0.00 | 0.00 | 2.86 | 0.65 | 0.00 | 0.55 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.28 | 0.19 | 0.43 | 1.23 | 0.00 | 0.57 | 0.00 | 0.00 | 0.00 | 0.00 | 0.24 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 |
| FFAR4 | ENSG00000186188 | 0.00 | 0.00 | 0.10 | 0.36 | 0.00 | 0.32 | 0.00 | 0.55 | 0.26 | 0.20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.56 | 0.75 | 0.86 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.95 | 0.00 | 0.00 | 0.20 | 0.00 | 1.11 | 0.00 | 0.00 |
| ADRB1 | ENSG00000043591 | 0.00 | 0.76 | 0.00 | 0.00 | 0.00 | 0.32 | 0.00 | 0.00 | 0.00 | 0.60 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.21 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 0.78 | 0.00 | 0.47 | 0.27 | 0.00 | 0.00 | 0.00 | 0.44 | 0.00 | 0.00 |
| MRGPRG | ENSG00000182170 | 0.00 | 0.00 | 0.10 | 0.36 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 0.00 | 0.00 |
| OR52K2 | ENSG00000181963 | 0.00 | 0.51 | 0.52 | 0.00 | 0.00 | 1.29 | 0.00 | 0.55 | 0.26 | 0.40 | 0.00 | 0.27 | 0.00 | 0.00 | 0.00 | 0.00 | 1.13 | 1.72 | 0.00 | 0.25 | 0.57 | 0.00 | 0.00 | 0.78 | 0.00 | 2.13 | 0.27 | 0.00 | 0.00 | 0.00 | 1.33 | 0.00 | 0.00 |
| OR52K1 | ENSG00000196778 | 0.00 | 0.76 | 0.31 | 0.00 | 0.00 | 1.29 | 0.00 | 1.10 | 0.52 | 0.40 | 0.00 | 0.27 | 0.36 | 0.00 | 0.00 | 0.00 | 1.69 | 1.07 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.37 | 1.63 | 0.00 | 0.00 | 0.83 | 0.67 | 0.00 | 0.00 |
| OR52M1 | ENSG00000197790 | 1.11 | 0.00 | 0.21 | 0.73 | 0.00 | 0.65 | 2.70 | 0.00 | 1.03 | 0.40 | 0.00 | 0.27 | 0.71 | 0.00 | 0.59 | 0.28 | 1.13 | 0.86 | 0.00 | 0.25 | 0.00 | 0.56 | 0.00 | 0.78 | 0.43 | 4.50 | 0.54 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 |
| OR52I2 | ENSG00000226288 | 1.11 | 1.02 | 0.21 | 0.36 | 0.00 | 0.65 | 0.00 | 0.55 | 0.77 | 0.80 | 0.00 | 0.54 | 0.00 | 0.00 | 0.39 | 0.00 | 0.94 | 1.07 | 0.00 | 0.00 | 0.00 | 0.56 | 0.00 | 1.56 | 0.00 | 2.13 | 0.54 | 0.00 | 0.00 | 0.00 | 0.44 | 1.82 | 0.00 |
| OR52I1 | ENSG00000232268 | 0.00 | 1.02 | 0.00 | 0.00 | 2.86 | 0.32 | 0.00 | 0.00 | 0.52 | 0.40 | 0.00 | 0.27 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.64 | 0.00 | 0.25 | 0.00 | 0.56 | 0.00 | 0.78 | 0.00 | 1.42 | 0.27 | 0.00 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 |
| OR51D1 | ENSG00000197428 | 1.11 | 0.76 | 0.10 | 0.00 | 0.00 | 0.65 | 0.00 | 0.00 | 0.52 | 0.20 | 0.00 | 0.54 | 0.71 | 0.00 | 0.20 | 0.83 | 2.26 | 1.07 | 0.00 | 0.25 | 0.00 | 0.00 | 0.20 | 0.00 | 1.29 | 2.37 | 1.90 | 0.00 | 0.00 | 0.00 | 0.22 | 0.00 | 0.00 |
| OR51E2 | ENSG00000167332 | 0.00 | 1.02 | 0.41 | 0.73 | 0.00 | 0.32 | 0.00 | 0.55 | 0.52 | 0.00 | 0.00 | 0.00 | 0.36 | 0.00 | 0.39 | 0.83 | 2.26 | 2.36 | 0.00 | 0.98 | 0.00 | 0.00 | 0.20 | 0.78 | 0.43 | 3.08 | 0.00 | 0.00 | 0.20 | 0.00 | 2.00 | 0.00 | 0.00 |
| OR51F2 | ENSG00000176925 | 1.11 | 0.51 | 0.41 | 1.09 | 0.00 | 0.32 | 0.00 | 1.10 | 0.26 | 0.20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.39 | 0.28 | 1.88 | 1.50 | 0.00 | 0.25 | 0.57 | 0.00 | 0.00 | 0.00 | 0.00 | 3.79 | 1.08 | 0.00 | 0.00 | 0.00 | 1.33 | 0.00 | 0.00 |
| OR51S1 | ENSG00000176922 | 0.00 | 1.27 | 0.00 | 0.00 | 0.00 | 0.97 | 0.00 | 0.55 | 0.52 | 0.60 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.28 | 2.45 | 1.72 | 0.00 | 0.25 | 0.00 | 0.00 | 0.20 | 0.78 | 0.00 | 6.16 | 1.08 | 0.00 | 0.00 | 0.00 | 0.89 | 0.00 | 0.00 |
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